Gustavo A. Isaza

Orcid: 0000-0002-1089-4605

According to our database1, Gustavo A. Isaza authored at least 28 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes.
Briefings Bioinform., January, 2023

2022
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning.
J. Integr. Bioinform., 2022

Classifying cybergrooming for child online protection using hybrid machine learning model.
Neurocomputing, 2022

2021
Sensitivity of deep learning applied to spatial image steganalysis.
PeerJ Comput. Sci., 2021

Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain.
PeerJ Comput. Sci., 2021

GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis.
IEEE Access, 2021

Computational Architecture of IoT Data Analytics for Connected Home Based on Deep Learning.
Proceedings of the Sustainable Smart Cities and Territories, 2021


Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes.
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2021

2020
Computational architecture of IoT data analytics for connected home based on deep learning.
Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020

SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks.
Proceedings of the Distributed Computing and Artificial Intelligence, 2020

2019
Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review.
IEEE Access, 2019

2018
Interaction Analysis in Asperger Through Virtual Media of Text Communication.
Proceedings of the Distributed Computing and Artificial Intelligence, 2018

2016
Designing virtual bots for optimizing strategy-game groups.
Neurocomputing, 2016

Distributed Denial of Service (DDoS) Attacks Detection Using Machine Learning Prototype.
Proceedings of the Distributed Computing and Artificial Intelligence, 2016

2015
GITIRBio: A Semantic and Distributed Service Oriented-Architecture for Bioinformatics Pipeline.
J. Integr. Bioinform., 2015

Identification of a Putative Ganoderic Acid Pathway Enzyme in a Ganoderma Australe Transcriptome by Means of a Hidden Markov Model.
Proceedings of the 9th International Conference on Practical Applications of Computational Biology and Bioinformatics, 2015

2014
Designing Strategies for Improving the Performance of Groups in Collective Environments.
Proceedings of the Distributed Computing and Artificial Intelligence, 2014

2013
Search Functional Annotations Genetic Relationships of Coffee through Bio2RDF.
Proceedings of the 7th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2013

Associative Learning for Enhancing Autonomous Bots in Videogame Design.
Proceedings of the Distributed Computing and Artificial Intelligence, 2013

2012
Construction of coffee transcriptome networks based on gene annotation semantics.
J. Integr. Bioinform., 2012

Coffee Transcriptome Visualization Based on Functional Relationships among Gene Annotations.
Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012

Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

2010
Intrusion Correlation Using Ontologies and Multi-agent Systems.
Proceedings of the Information Security and Assurance - 4th International Conference, 2010

Towards a Knowledge Management Portal for a Local Community.
Proceedings of the Information Systems, Technology and Management, 2010

2009
An Intrusion Detection and Prevention Model Based on Intelligent Multi-Agent Systems, Signatures and Reaction Rules Ontologies.
Proceedings of the 7th International Conference on Practical Applications of Agents and Multi-Agent Systems, 2009

Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention.
Proceedings of the Computational Intelligence in Security for Information Systems, 2009

2008
Multiagent System Implementation for Network Management Based on SNMP Protocol.
Proceedings of the International Symposium on Distributed Computing and Artificial Intelligence, 2008


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